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Machine Learning & Big Data Analytics Education Market Size 2021 | Opportunities, Demand and Forecast To 2027 NeighborWebSJ – NeighborWebSJ

Posted on March 10, 2021 by admin

Fort Collins, Colorado:The report claims to be a smart and thorough valuation tool as well as an excellent resource to help you secure a position in the Machine Learning & Big Data Analytics Education Market. It includes Porters Five Forces Analysis and PESTLE to provide your company with critical insights and comparative data on the Machine Learning & Big Data Analytics Education market. We have carried out an in-depth analysis of the provider landscape to give you a complete picture of the current and future competitive scenarios in the Machine Learning & Big Data Analytics Education market. Our analysts use the latest primary and secondary research techniques and tools to produce comprehensive and accurate market research reports.

The Following Companies are Major Contributors to the Machine Learning & Big Data Analytics Education Market Research Report:

Machine Learning & Big Data Analytics Education Market Segmentation, By Applications

Machine Learning & Big Data Analytics Education Market: Competitive Rivalry

The chapter on company profiles looks at the different companies that operate in the Machine Learning & Big Data Analytics Education market. It assesses the financial prospects of these companies, their research and development status, and their expansion strategies for the years to come. Analysts have also provided a detailed list of strategic initiatives taken by players in the Machine Learning & Big Data Analytics Education market over the past few years in order to stay one step ahead of the competition.

Machine Learning & Big Data Analytics Education Market: Regional Segments

The chapter on regional segmentation describes regional aspects of the Machine Learning & Big Data Analytics Education market. This chapter explains the regulatory framework that is expected to affect the entire market. It sheds light on the political scenario of the market and anticipates its influence on the Machine Learning & Big Data Analytics Education market.

The Middle East and Africa (GCC Countries and Egypt) North America (the United States, Mexico, and Canada) South America (Brazil etc.) Europe (Turkey, Germany, Russia UK, Italy, France, etc.) Asia-Pacific (Vietnam, China, Malaysia, Japan, Philippines, Korea, Thailand, India, Indonesia, and Australia)

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Report Highlights

Comprehensive price analysis based on products, applications and regional segments

In-depth assessment of the vendor landscape and key companies to understand the level of competition in the Machine Learning & Big Data Analytics Education market

In-depth knowledge of the regulatory and investment scenarios of the Machine Learning & Big Data Analytics Education market

Analysis of the market effect factors and their impact on the Machine Learning & Big Data Analytics Education market forecast and prospects

A roadmap of growth opportunities in the Machine Learning & Big Data Analytics Education market with the identification of key factors

Comprehensive analysis of the various trends in the Machine Learning & Big Data Analytics Education market to identify market developments.

Table of Contents:

Report Overview: It includes six chapters, viz. research scope, major manufacturers covered, market segments by type, Machine Learning & Big Data Analytics Education market segments by application, study objectives, and years considered.

Global Growth Trends: There are three chapters included in this section, i.e. industry trends, the growth rate of key producers, and production analysis.

Machine Learning & Big Data Analytics Education Market Share by Manufacturer: Here, production, revenue, and price analysis by the manufacturer are included along with other chapters such as expansion plans and merger and acquisition, products offered by key manufacturers, and areas served and headquarters distribution.

Market Size by Type: It includes analysis of price, production value market share, and production market share by type.

Market Size by Application: This section includes Machine Learning & Big Data Analytics Education market consumption analysis by application.

Profiles of Manufacturers: Here, leading players of the Machine Learning & Big Data Analytics Education market are studied based on sales area, key products, gross margin, revenue, price, and production.

Machine Learning & Big Data Analytics Education Market Value Chain and Sales Channel Analysis: It includes customer, distributor, Machine Learning & Big Data Analytics Education market value chain, and sales channel analysis.

Market Forecast Production Side: In this part of the report, the authors have focused on production and production value forecast, key producers forecast, and production and production value forecast by type.

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Machine Learning & Big Data Analytics Education Market Size 2021 | Opportunities, Demand and Forecast To 2027 NeighborWebSJ - NeighborWebSJ

Assange has until 29 March to respond to US appeal over extradition – iTWire

Posted on February 21, 2021 by admin

Courtesy YouTube

WikiLeaks founder Julian Assange has been given time until 29 March to respond to the US appeal to revoke a British judge's decision not to extradite him to America to face trial on espionage charges.

The British High Court will decide later whether it will allow the US permission to appeal after the same date, Assange's partner Stella Moris said in a tweet on Thursday.

On 4 January, British District Judge Vanessa Baraister ruled that Assange should not be extradited, saying the risk he would commit suicide in a US jail were too high.

Assange faces criminal charges for publishing classified information that was leaked to WikiLeaks by an American soldier, then known as Bradley Manning, but now, after gender reassignment surgery, known as Chelsea Manning.

After saying it would be doing so, the new administration confirmed on 10 February that it would be continuing its bid to extradite Assange.

In a statement, Moris said: "The Biden Administration will soon appoint its new attorney-general and this will be an important moment to raise the pressure on the Biden administration to live up to its commitments to defend press freedom and drop the charges against Julian.

"The Obama administration, of which Biden was vice-president, decided not to pursue charges against Julian because it recognised that to do so would be a wider attack on press freedom.

"It was the Trump administration which charged him and pursued the extradition as part of its war against journalism."

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We work with you to develop the message and conduct the interview or product review in a safe and collaborative way. Unlike other Tech YouTube channels, we create a story around your message and post that on the homepage of ITWire, linking to your message.

In addition, your interview post message can be displayed in up to 7 different post displays on our the iTWire.com site to drive traffic and readers to your video content and downloads. This can be a significant Lead Generation opportunity for your business.

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Setback for Assange prosecution appeal after intervention by former government minister – The Canary

Posted on February 21, 2021 by admin

Another err?

In her ruling Baraitser concluded: The defence has not established that Mr. Assange has been the target of a politically motivated prosecution. In other words, her interpretation of politically was not about Assange and his motivations but the US prosecution. That can easily be challenged, as observed in a May 2019 article in The Canary.

For example, CIA chief Mike Pompeo described WikiLeaks as a hostile intelligence service. There have also been numerous threats (including death threats) against Assange from the US, including by senior politicians:

And theres this:

But theres yet another political dimension.

Last year 154 lawyers sent a letter to prime minister Boris Johnson, the lord chancellor and secretary of state for justice Robert Buckland QC, the secretary of state for foreign affairs Dominic Raab, and home secretary Priti Patel, pointing out that:

Charges 1-17 [raised against Assange] are brought under the Espionage Act 1917, which, in name alone, reveals the political and antiquated nature of the charges.

The letter added:

The UK-US Extradition Treaty, which provides the very basis of the extradition request, specifically prohibits extradition for political offences in Art. 4(1).

And that:

there is broad international consensus that political offences should not be the basis of extradition.[ix] This is reflected in Art. 3 of the 1957 European Convention on Extradition, Art. 3 ECHR, Art. 3(a) of the UN Model Treaty on Extradition, the Interpol Constitution and every bilateral treaty ratified by the US for over a century.

On 8 February, 24 rights organisations including Amnesty International USA and Human Rights Watch appealed to the US acting attorney-general to end the prosecution of Assange, saying:

It is unfortunately the case that press freedom is under threat globally. Now more than ever, it is Pentagon Papers case memorably called a cantankerous press, an obstinate press, an ubiquitous pressin the United States and abroad. With this end in mind, we respectfully urge you to forgo the appeal of Judge Baraitsers ruling, and to dismiss the indictment of Mr. Assange.

Meanwhile, given Davis comments, a counter-claim by the defence to a higher court arguing that Baraitser has erred in law could see the prosecution case falter, if not collapse.

In-depth Research on Encryption Software Market Business Status, Industry Trends and Outlook 2020 to 2026 NY Market Reports – NY Market Reports

Posted on February 21, 2021 by admin

The latest report on the Encryption Software market by In4Research provides a brief overview of the Industry along with the product definition and market scope. The sections following the introductory chapter provide an in-depth study of the Encryption Software market based on extensive research analysis. Along with the market dynamics, the report also presents a comprehensive analysis of the market covering the supply and demand forces.

Also, this report offers key drivers that propel the growth in the global Encryption Software market. These insights help market players in devising strategies to gain market presence. The research also outlined restraints of the market. Insights on opportunities are mentioned to assist market players in taking further steps by determining the potential in untapped regions.

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Major Segments of the Encryption Software Market are:Market Breakdown by Applications:

Market Breakdown by Types:

The report makes use of the market data sourced from the year 2015 to 2020 while the market analysis aims to forecast the market up to the year 2026. The various strategic developments have been studied to present the current Encryption Software market scenario.

The top 10 leading companies in the global Encryption Software Market are analyzed in the report along with their business overview, operations, financial analysis, SWOT profile and Encryption Software Market products and services.

The key players operating in the Encryption Software Industry.

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The report scrutinizes different business approaches and frameworks that pave the way for success in businesses. The report used expert techniques for analyzing the Encryption Software Market; it also offers an examination of the regional market. To make the report more potent and easier to understand, it consists of infographics and diagrams. Furthermore, it has different policies and development plans which are presented in summary. It analyzes the technical barriers, other issues, and cost-effectiveness affecting the market.

Additionally, the Encryption Software Market report takes into light the summation of the market incorporates orders, definitions, and applications. Further, it contains the comprehensive investigation of various angles, for example, openings, limitations, drivers, challenges and danger, and major miniature business sectors. Furthermore, the report isolates the Encryption Software Market dependent on a few portions and sub-fragments alongside the past, current, and conceivable conjecture development patterns for each section and sub-sections shrouded in the report.

Key Influence of the Encryption Software Market:

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About In4Research

In4Researchis aprovider of world-classmarket research reports, customized solutions and consultingservices, and high-quality market intelligence thatfirmly believes in empowering the success of its clientssuccesses in growing or improving their business.We combine a distinctive package ofresearch reports and consulting services,global reach, andin-depth expertise in markets such asChemicals and Materials, Food and Beverage, Energy, and Powerthatcannot be matched by our competitors. Our focus is on providing knowledge and solutions throughout the entire value chain of the industries we serve. We believe in providing premium high-quality insights at an affordable cost.

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Comprehensive Study of Database Encryption Market Size, Growth Drivers, Distributor Analysis, Industry Trends and Forecast to 2026 NeighborWebSJ -…

Posted on February 21, 2021 by admin

The Latest Released Database Encryption market study has evaluated the future growth potential of the Global Database Encryption Industry and provides information and useful stats on market structure and size. The report is intended to provide market intelligence and strategic insights to help decision-makers take sound investment decisions and identify potential gaps and growth opportunities.

Additionally, the Database Encryption Market report also identifies and analyses changing dynamics, emerging trends along with essential drivers, challenges, opportunities, and restraints in the Database Encryption market, which will help the future market to grow with promising CAGR and offers an extensive collection of reports on different markets covering crucial details. The report studies the competitive environment of the Database Encryption Market is based on company profiles and their efforts on increasing product value and production.

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Keep yourself up to date with the latest market trends and changing dynamics due to COVID Impact and Economic Slowdown globally. Maintain a competitive edge by sizing up with available business opportunities in Database Encryption Market various segments and emerging territory.

The research offers detailed segmentation of the global Database Encryption market. Key segments analyzed in the research include Type and Application.

By Type:

By Application:

The report will include a market analysis of Database Encryption which includes Business to Business (B2B) transactions as well as Database Encryption aftermarket. The market value has been determined by analyzing the revenue generated by the companies solely. R&D, any third-party channel cost, consulting cost and any other cost except company revenue has been neglected during the analysis of the market. A comprehensive analysis will be provided covering the following points in the report:

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Top Key Players included in Database Encryption Market:

Region Included are: North America, Europe, Asia Pacific, Oceania, South America, Middle East & AfricaCountry Level Break-Up: United States, Canada, Mexico, Brazil, Argentina, Colombia, Chile, South Africa, Nigeria, Tunisia, Morocco, Germany, United Kingdom (UK), the Netherlands, Spain, Italy, Belgium, Austria, Turkey, Russia, France, Poland, Israel, United Arab Emirates, Qatar, Saudi Arabia, China, Japan, Taiwan, South Korea, Singapore, India, Australia and New Zealand, etc.

What benefits does the In4Research study is going to provide?

Key questions answered by Database Encryption market report

Table of Content For Database Encryption Market Report

Chapter 1. Research Objective

Chapter 2. Executive Summary

Chapter 3. Strategic Analysis

Chapter 4. Database Encryption Market Dynamics

Chapter 5. Segmentation & Statistics

Chapter 6. Market Use case studies

Chapter 7. KOL Recommendations

Chapter 8. Investment Landscape

Chapter 9. Competitive Intelligence

Chapter 10. Company Profiles

Chapter 11. Appendix

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Comprehensive Study of Database Encryption Market Size, Growth Drivers, Distributor Analysis, Industry Trends and Forecast to 2026 NeighborWebSJ -...

Data Encryption Market Size, Detailed Analysis of Current Industry Figures with Forecasts Growth By 2025 – Just Positivity

Posted on February 21, 2021 by admin

The Data Encryption Market report upholds the future market predictions related to Data Encryption market size, revenue, production, Consumption, gross margin and other substantial factors. It also examines the role of the prominent Data Encryption market players involved in the industry including their corporate overview. While emphasizing the key driving factors for Data Encryption market, the report also offers a full study of the future trends and developments of the market.

Global Data Encryption industry valued approximately USD 1.23 billion in 2016 is anticipated to grow with a healthy growth rate of more than 18.35% over the forecast period 2017-2025. The major factors responsible for growth in this industry include the growing size of data which is of confidential nature and rising number of security threats.The objective of the study is to define market sizes of different segments & countries in previous years and to forecast the values to the next eight years. The report is designed to incorporate both qualitative and quantitative aspects of the industry with respect to each of the regions and countries involved in the study. Furthermore, the report also caters the detailed information about the crucial aspects such as drivers & restraining factors which will define the future growth of the market.

Global Data Encryption industry profile provides top-line qualitative and quantifiable information including: Data Encryption market share, market size. The profile also contains descriptions of the foremost players including key financial metrics and analysis of competitive pressures within the Data Encryption market. Essential resource for top-line data and analysis covering the global Data Encryption market. Includes Data Encryption market size and segmentation data, textual and graphical analysis of Data Encryption market growth trends and leading companies.

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Data Encryption Market forecasting derived from in-depth understanding attained from future market spending patterns provides enumerated insight to support your decision-making process. Our market forecasting is based on a market model derived from market connectivity, dynamics, and identified persuasive factors around which conventions about the market are made. These conventions are enlightened by fact-bases, put by primary and secondary research instruments, regressive analysis and an extensive connect with industry people.

Major Companies covered in Data Encryption marketreport are:IBM Corp., Oracle Corp., Microsoft Corp., Gemalto, Symantec Corp., Netapp Inc., Hewlett Packard, and FireEye Inc. Some strategies used include new product developments and focus on continuous technology innovations.

The report Data Encryption market is designed to incorporate both qualitative and quantitative aspects of the industry within each of the regions and countries involved in the study. Besides, the Data Encryption market report also caters the detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Moreover, the report shall also incorporate available opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players.

The Data Encryption research report provides answers to the following key questions:

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Data Encryption Market Size, Detailed Analysis of Current Industry Figures with Forecasts Growth By 2025 - Just Positivity

Global Cloud Encryption Market 2021 Industry Insights, Drivers, Top Trends, Global Analysis And Forecast to 2027 FLA News – FLA News

Posted on February 21, 2021 by admin

The report titled Cloud Encryption market : Global Industry Analysis, Size, Share, Growth, Trends, And Forecast, 2021-2027 utilizing diverse methodologies aims to examine and put forth in-depth and accurate data regarding the globalCloud Encryption Market. The report is segregated into different well-defined sections to provide the reader with an easy and understandable informational document. Further, each section is elaborated with all the required data to gain knowledge about the market before entering it or reinforcing their current foothold. The report is divided into:

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The Cloud Encryption report through itsoverview sectionprovides the overall scenario and dynamics of the global Cloud Encryption market with it definition and others details. Further, thekey player and competitive landscapesegment of the report enlist the various players actively participating and competing in the global market. The report also entails the new market entrants. The key major market players include. The report encompasses the leading manufacturers along with their respective share in the global market in terms of revenue. Moreover, it mentions their tactical steps in the last few years, leadership changes, and product innovation investments to help in making well-informed decision and also to stay at forefront in the competition.

Major Competitive Players :

Gemalto N.V., Ciphercloud, Inc, International Business, Machines Corporation, Hytrust, Netskope, Inc, Skyhigh Networks, Symantec Corporation, Thales E-Security, Secomba GmbH, Trend Micro Incorporated, VaultiveInc., Sophos Group PLC, TWD Industries AG, Parablu Inc. and many others.

Moving to thegrowth drivers and restraints section, one will be presented with all factors that are directly or indirectly aiding the growth of the global Cloud Encryption market. To get acquainted with the markets growth statistics, it is essential to assess the several drivers of the market. In addition, the report also puts forth the existing trends along with new and possible growth opportunities in the global market. Moreover, the report includes the factors that can possibly hinder the growth of the market. Understanding these factors is similarly crucial as they aid in comprehending the markets weaknesses.

Promising Regions & Countries Mentioned In The Cloud Encryption Market Report:

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Thesegmentationof the global Cloud Encryption market segregates the market based on different aspects such as Further, each segment is elaborated providing all the vital details along with growth analysis for the forecast period. The report also divides the market by region into North America, Europe, Asia Pacific, the Middle East & Africa, and Latin America. Theregional analysiscovers the volume and revenue assessment of every region along with their respective countries. In addition, the report also entails various market aspects such as import & export, supply chain value, market share, sales, volume, and so on.

Primary and secondary approaches are being used by the analysts and researchers to compile these data. Thus, this Cloud Encryption market : Global Industry Analysis, Size, Share, Growth, Trends, And Forecast, 2021-2027 report is intended at directing the readers to a better, apprehensive, and clearer facts and data of the global Cloud Encryption market.

Key Details & USPs of the Existing Report Study:

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Also, Research Report Examines:

Thanks for reading this article;you can also get individual chapter wise section or region wise report version like North America, Europe or Asia.

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Global Cloud Encryption Market 2021 Industry Insights, Drivers, Top Trends, Global Analysis And Forecast to 2027 FLA News - FLA News

Cloud Encryption Market Research Report Including SWOT Analysis, PESTEL Analysis, Drivers, Restraints, Global Industry Outlook and Key Players…

Posted on February 21, 2021 by admin

The latest report is the most recent study that offers 360 coverage of the Cloud Encryption industry that has been facing the brunt of the adverse economic impact of the COVID-19 outbreak since the beginning of this year.

Top Companies Profiled in this Report are:

Sophos Group Plc., Thales e-Security, Gemalto N.V., Skyhigh Networks, Symantec Corporation, CipherCloud, Netskope Inc., Trend Micro Incorporated, HyTrust Inc., and Vaultive Inc., among others.

Overview of the Cloud Encryption report:

The Cloud Encryption market has been broadly segmented to aid readers in gaining a more in-depth understanding of different facets and attributes of the market. The market scope for the new entrants and established companies has been assessed using various analytical tools, including the SWOT analysis, investment assessment, and Porters Five Forces analysis. Furthermore, into the study, the authors of the report have evaluated the financial standing of leading companies operating in the industry. They have provided crucial information on gross profits, revenue shares, sales volume, manufacturing costs, individual growth rate, and numerous other financial ratios of these competitors.

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Segmentation Analysis

The report gives an extensive analysis of various segments of the market by studying the product range, applications, major regions, and leading companies in the industry. Additionally, the report also dedicates an individual section to give a detailed analysis of the manufacturing process, which includes information collected through both primary and secondary sources of data collection. The primary source of data collection contains interviews of industry experts who offer accurate insights into the future market scenario.

Component Type Outlook Revenue, USD Billion; 2016-2026)

Service Type Outlook (Revenue, USD Billion; 2016-2026)

Deployment Outlook (Revenue, USD Billion; 2016-2026)

End-Users Outlook (Revenue, USD Billion; 2016-2026)

Cloud Encryptionmarket segmentation by geographical regions, the report has analysed the following regions-

North America (USA, Canada and Mexico)

Europe (Germany, France, UK, Russia and Italy)

Asia-Pacific (China, Japan, Korea, India and Southeast Asia)

South America (Brazil, Argentina, Columbia etc.)

Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria and South Africa)

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Table of Content:

Chapter 1. Market Synopsis1.1. Market Definition1.2. Research Scope & Premise1.3. Methodology1.4. Market Estimation TechniqueChapter 2. Executive Summary2.1. Summary Snapshot, 2018-2026Chapter 3. Indicative MetricsChapter 4. Cloud Encryption Market Segmentation & Impact Analysis4.1. Cloud Encryption Market Material Segmentation Analysis4.2. Industrial Outlook4.2.1. Market indicators analysis4.2.2. Market drivers analysis4.2.2.1. Increasing adoption of cloud services4.2.2.2. High risk of data theft4.2.3. Market restraints analysis4.2.3.1. High cost for setup of cloud encryption services4.3. Technological Insights4.4. Regulatory Framework4.5. ETOP Analysis4.6. Porters Five Forces Analysis4.7. Competitive Metric Space Analysis

Continue

The Cloud Encryption Market Research/Analysis Report addresses the following questions:

WhichManufacturing Technologiesare prevalent in the production of Cloud Encryption? What are the Recent Developmentsrelating to that technology? WhichTrendsare responsible for these developments?

Who are the leading vendors in the GlobalCloud Encryption Market? What are their individual market standing and contact information?

What is the current industrial scenario of the Global Cloud Encryption Market? What were the Value, Volume, Production Capacity, Cost, and Profit Margin of the overall market?

What is the outcome of the competitive analysis on the Cloud Encryption Market both in terms of companies and regions? What is the market assessment for the Cloud Encryption Market as per the market segmented into types and applications?

Thank you for reading our report. Customization of the report is available as per client requirements. Kindly get in touch with us to know more about the report.

About Reports and Data

Reports and Data is a market research and consulting company that provides syndicated research reports, customized research reports, and consulting services. Our solutions purely focus on your purpose to locate, target and analyze consumer behavior shifts across demographics, across industries and help clients make a smarter business decision. We offer market intelligence studies ensuring relevant and fact-based research across a multiple industries including Healthcare, Technology, Chemicals, Power, and Energy. We consistently update our research offerings to ensure our clients are aware about the latest trends existent in the market. Reports and Data has a strong base of experienced analysts from varied areas of expertise.

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Cloud Encryption Market Research Report Including SWOT Analysis, PESTEL Analysis, Drivers, Restraints, Global Industry Outlook and Key Players...

Cloud Encryption Gateways Market is Expected to Hit Big Revenue During 2021-2026 NeighborWebSJ – NeighborWebSJ

Posted on February 21, 2021 by admin

The research study on the Cloud Encryption Gateways market is a powerful resource for industry professionals to analyze theCloud Encryption Gateways industry deeply and helps in decision making. The report provides a detailed assessment of market size, revenue structure, CAGR, consumption, profit margin, price, and various influencing factors. Also, the report covers new product development, key trends, market drivers, challenges, restraints, competitive landscape, growing technologies, case studies, new business opportunities, future roadmap, value chain, leading players profiles, and strategies. Cloud Encryption Gateways market report is a completely valuable source of insightful data for making business decisions and competitive analysis of the Cloud Encryption Gateways industry.

The Key Questions Answered in Cloud Encryption Gateways Report:

Request for a sample copy of the report to get extensive insights into Cloud Encryption Gateways market at https://www.in4research.com/sample-request/43762

NOTE: Our analysts monitoring the situation across the globe explains that the market will generate remunerative prospects for producers post COVID-19 crisis. The Cloud Encryption Gateways report aims to provide an additional illustration of the latest scenario, economic slowdown, and COVID-19 impact on the overall industry.

Major Key Players Covered in The Cloud Encryption Gateways Market Report include

Cloud Encryption Gateways Market Segmentation by Type, Application, and Region as follows :

By Type:

By Application:

Geographically, this report is segmented into several key Regions along with their respective countries, with production, consumption, revenue (million USD), and market share and growth rate of Cloud Encryption Gateways in the following regions:

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Unique Insights Provided by Cloud Encryption Gateways Market Report are:

Moreover, the analyst who has authored the report has completely estimated the market potential of the key applications and recognized the future opportunities. The top players in the global Cloud Encryption Gateways market are covered based on their market size, served market, products, applications, and regional growth. The report comprises the industry deliverables such as market size, sales volume, valuation forecast, etc. The report focuses on the upstream raw material analysis, downstream analysis, manufacturing base, and import-export details.

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To infinity and beyond: Linux and open-source goes to Mars – ZDNet

Posted on February 21, 2021 by admin

Perseverance hit Mars' atmosphere at almost 12,000 miles per hour (19,312 kilometers per hour) and a mere seven minutes later NASA landed its latest Mars rover softly and safely.Onboard the one-ton mobile science lab is its tiny flying companion, the drone helicopter Ingenuity. If all goes well, the four-pound (1.8 kilograms) Ingenuity will be the first vehicle to ever fly on another world. At 11-light minutes from Earth, no one will fly the dual-propped Ingenuity with a drone controller. Instead, it will fly itself using a combination of Linux and a NASA-built program based on the Jet Propulsion Laboratory's (JPL) open-source F (pronounced F prime) framework.

This will be no easy task. No one has ever tried to fly on Mars, which has an atmosphere only one-hundredth of the density of Earth's air. True, Mars also has only a third of Earth's gravity, but still, Ingenuity's engineers will be pleased as punch just to get Ingenuity off the ground.

Indeed, Ingenuity is purely a technology demonstration. It's not designed to support the Perseverance mission, which is searching for signs of ancient life and collecting rock and dirt samples for later missions to return to Earth. Its mission is to show that it's possible to fly on Mars using commercial off-the-shelf (COTS) hardware and open-source software.

In an IEEE Spectrum interview, Timothy Canham, a JPL Embedded Flight Software Engineer, explained the helicopter's processor board is powered by a Qualcomm Snapdragon 801 running at 500 Hz, not MegaHertz, Hertz. While that may sound painfully slow and old, it's far faster than Perseverance's processors. That's because NASA-grade CPUs and chips must meet NASA's High-Performance Spaceflight Computing (HPSC) radiation standards. These customized processors take years of design work and testing before they're certified for spaceflight. For instance, NASA's newest general-purpose processor is an ARM A53 variant you may know from the Raspberry Pi 3. Ingenuity, however, as a demo project can use a more ordinary, and thus a more modern, CPU.

In fact, Canham explained, "we literally ordered parts from SparkFun [Electronics]. This is commercial hardware, but we'll test it, and if it works well, we'll use it."

As for the software, Canham said,

This the first time we'll be flying Linux on Mars. We're actually running on a Linux operating system. The software framework that we're using is one that we developed at JPL for CubeSats and instruments, and we open-sourced it a few years ago. So, you can get the software framework that's flying on the Mars helicopter, and use it on your own project. It's kind of an open-source victory because we're flying an open-source operating system and an open-source flight software framework and flying commercial parts that you can buy off the shelf if you wanted to do this yourself someday.

That open-source software is F. It's a component-driven framework that enables rapid development and deployment of spaceflight and other embedded software applications. F has been successfully deployed on several space applications many times before. It is tailored but not limited to small-scale spaceflight systems such as CubeSats, SmallSats, and, now, a self-flying helicopter.

It includes:

There are, of course, many other open-source NASA programs. There are more than500 NASA Open Source 3.0 license software projects. Long before the concepts of free software and open-source had been articulated, NASA shared much of its code freely under the COSMIC program.

NASA has long used Linux both on the International Space Station (ISS). Linux's path to supercomputer domination started at NASA's Goddard Space Flight Center (GSFC) with the first Beowulf supercomputer.

Like Ingenuity the first Beowulf cluster was built with COTS equipment. It was built using 16 Intel 486DX processors and 10Mbps Ethernet for the bus for only a few thousand dollars. While its speed was only in single-digit gigaflops, Beowulf showed you could build supercomputers on a shoestring budget and Linux. Now, Ingenuity is showing that great things can still come from inexpensive hardware paired with Linux and open-source software.